More than 100,000 Detectable Peptide Species Elute in Single Shotgun Proteomics Runs but the Majority is Inaccessible to Data-Dependent LC−MS/MSClick to copy article linkArticle link copied!
Abstract
Shotgun proteomics entails the identification of as many peptides as possible from complex mixtures. Here we investigate how many peptides are detectable by high resolution MS in standard LC runs of cell lysate and how many of them are accessible to data-dependent MS/MS. Isotope clusters were determined by MaxQuant and stringently filtered for charge states and retention times typical of peptides. This resulted in more than 100 000 likely peptide features, of which only about 16% had been targeted for MS/MS. Three instrumental attributes determine the proportion of additional peptides that can be identified: sequencing speed, sensitivity, and precursor ion isolation. In our data, an MS/MS scan rate of 25/s would be necessary to target all peptide features, but this drops to less than 17/s for reasonably abundant peptides. Sensitivity is a greater challenge, with many peptide features requiring long MS/MS injection times (>250 ms). The greatest limitation, however, is the generally low proportion of the target peptide ion intensity in the MS/MS selection window (the “precursor ion fraction” or PIF). Median PIF is only 0.14, making the peptides difficult to identify by standard MS/MS methods. Our results aid in developing strategies to further increase coverage in shotgun proteomics.
Cited By
This article is cited by 526 publications.
- Pilleriin Peets, May Britt Rian, Jonathan W. Martin, Anneli Kruve. Evaluation of Nontargeted Mass Spectral Data Acquisition Strategies for Water Analysis and Toxicity-Based Feature Prioritization by MS2Tox. Environmental Science & Technology 2024, 58
(39)
, 17406-17418. https://doi.org/10.1021/acs.est.4c02833
- Claire Koenig, Patricia Bortel, Ryan S. Paterson, Barbara Rendl, Palesa P. Madupe, Gaudry B. Troché, Nuno Vibe Hermann, Marina Martínez de Pinillos, María Martinón-Torres, Sandra Mularczyk, Marie Louise Schjellerup Jørkov, Christopher Gerner, Fabian Kanz, Ana Martinez-Val, Enrico Cappellini, Jesper V. Olsen. Automated High-Throughput Biological Sex Identification from Archeological Human Dental Enamel Using Targeted Proteomics. Journal of Proteome Research 2024, Article ASAP.
- Christa P. Baker, Roland Bruderer, James Abbott, J. Simon C. Arthur, Alejandro J. Brenes. Optimizing Spectronaut Search Parameters to Improve Data Quality with Minimal Proteome Coverage Reductions in DIA Analyses of Heterogeneous Samples. Journal of Proteome Research 2024, 23
(6)
, 1926-1936. https://doi.org/10.1021/acs.jproteome.3c00671
- Gelio Alves, Aleksey Y. Ogurtsov, Harry Porterfield, Tapan Maity, Lisa M. Jenkins, David B. Sacks, Yi-Kuo Yu. Multiplexing the Identification of Microorganisms via Tandem Mass Tag Labeling Augmented by Interference Removal through a Novel Modification of the Expectation Maximization Algorithm. Journal of the American Society for Mass Spectrometry 2024, 35
(6)
, 1138-1155. https://doi.org/10.1021/jasms.3c00445
- Joel Lapin, Xinjian Yan, Qian Dong. UniSpec: Deep Learning for Predicting the Full Range of Peptide Fragment Ion Series to Enhance the Proteomics Data Analysis Workflow. Analytical Chemistry 2024, 96
(7)
, 2783-2790. https://doi.org/10.1021/acs.analchem.3c02321
- Ching Tarn, Yu-Zhuo Wu, Kai-Fei Wang. PepPre: Promote Peptide Identification Using Accurate and Comprehensive Precursors. Journal of Proteome Research 2024, 23
(2)
, 574-584. https://doi.org/10.1021/acs.jproteome.3c00293
- Hamish I. Stewart, Dmitry Grinfeld, Anastassios Giannakopulos, Johannes Petzoldt, Toby Shanley, Matthew Garland, Eduard Denisov, Amelia C. Peterson, Eugen Damoc, Martin Zeller, Tabiwang N. Arrey, Anna Pashkova, Santosh Renuse, Amirmansoor Hakimi, Andreas Kühn, Matthias Biel, Arne Kreutzmann, Bernd Hagedorn, Immo Colonius, Adrian Schütz, Arne Stefes, Ankit Dwivedi, Daniel Mourad, Max Hoek, Bastian Reitemeier, Philipp Cochems, Alexander Kholomeev, Robert Ostermann, Gregor Quiring, Maximilian Ochmann, Sascha Möhring, Alexander Wagner, André Petker, Sebastian Kanngiesser, Michael Wiedemeyer, Wilko Balschun, Daniel Hermanson, Vlad Zabrouskov, Alexander A. Makarov, Christian Hock. Parallelized Acquisition of Orbitrap and Astral Analyzers Enables High-Throughput Quantitative Analysis. Analytical Chemistry 2023, 95
(42)
, 15656-15664. https://doi.org/10.1021/acs.analchem.3c02856
- Kaitlyn E. Stepler, Seth C. Hannah, Lisa A. Taneyhill, Peter Nemes. Deep Proteome of the Developing Chick Midbrain. Journal of Proteome Research 2023, 22
(10)
, 3264-3274. https://doi.org/10.1021/acs.jproteome.3c00291
- Hailemariam Abrha Assress, Mario G. Ferruzzi, Renny S. Lan. Optimization of Mass Spectrometric Parameters in Data Dependent Acquisition for Untargeted Metabolomics on the Basis of Putative Assignments. Journal of the American Society for Mass Spectrometry 2023, 34
(8)
, 1621-1631. https://doi.org/10.1021/jasms.3c00084
- Min Tang, Peiwu Huang, Lize Wu, Piyu Zhou, Pengyun Gong, Xiang Liu, Qiushi Wei, Xinhang Hou, Hongke Hu, Ao Zhang, Chengpin Shen, Weina Gao, Ruijun Tian, Chao Liu. Comprehensive Evaluation and Optimization of the Data-Dependent LC–MS/MS Workflow for Deep Proteome Profiling. Analytical Chemistry 2023, 95
(20)
, 7897-7905. https://doi.org/10.1021/acs.analchem.3c00338
- Qianqian Wang, Xin Yan, Bin Fu, Ying Xu, Lingjun Li, Cheng Chang, Chenxi Jia. mNeuCode Empowers Targeted Proteome Analysis of Arginine Dimethylation. Analytical Chemistry 2023, 95
(7)
, 3684-3693. https://doi.org/10.1021/acs.analchem.2c04648
- Mulin Fang, Oliver Wu, Kellye A. Cupp-Sutton, Kenneth Smith, Si Wu. Elucidating Protein–Ligand Interactions in Cell Lysates Using High-Throughput Hydrogen–Deuterium Exchange Mass Spectrometry with Integrated Protein Thermal Depletion. Analytical Chemistry 2023, 95
(3)
, 1805-1810. https://doi.org/10.1021/acs.analchem.2c04266
- Yuming Jiang, Alexandre Hutton, Caleb W. Cranney, Jesse G. Meyer. Label-Free Quantification from Direct Infusion Shotgun Proteome Analysis (DISPA-LFQ) with CsoDIAq Software. Analytical Chemistry 2023, 95
(2)
, 677-685. https://doi.org/10.1021/acs.analchem.2c02249
- Juraj Lenčo, Siddharth Jadeja, Denis K. Naplekov, Oleg V. Krokhin, Maria A. Khalikova, Petr Chocholouš, Jiří Urban, Ken Broeckhoven, Lucie Nováková, František Švec. Reversed-Phase Liquid Chromatography of Peptides for Bottom-Up Proteomics: A Tutorial. Journal of Proteome Research 2022, 21
(12)
, 2846-2892. https://doi.org/10.1021/acs.jproteome.2c00407
- Zhaoguan Wu, Éric Bonneil, Michael Belford, Cornelia Boeser, Maria Virginia Ruiz Cuevas, Sébastien Lemieux, Jean-Jacques Dunyach, Pierre Thibault. Proteogenomics and Differential Ion Mobility Enable the Exploration of the Mutational Landscape in Colon Cancer Cells. Analytical Chemistry 2022, 94
(35)
, 12086-12094. https://doi.org/10.1021/acs.analchem.2c02056
- Michael J. Plank. Modern Data Acquisition Approaches in Proteomics Based on Dynamic Instrument Control. Journal of Proteome Research 2022, 21
(5)
, 1209-1217. https://doi.org/10.1021/acs.jproteome.2c00096
- Zongmin Li, Keke Liu, Ping Xu, Jing Yang. Benchmarking Cleavable Biotin Tags for Peptide-Centric Chemoproteomics. Journal of Proteome Research 2022, 21
(5)
, 1349-1358. https://doi.org/10.1021/acs.jproteome.2c00174
- Rivkah Rogawski, Michal Sharon. Characterizing Endogenous Protein Complexes with Biological Mass Spectrometry. Chemical Reviews 2022, 122
(8)
, 7386-7414. https://doi.org/10.1021/acs.chemrev.1c00217
- Ghizal Siddiqui, Carlo Giannangelo, Amanda De Paoli, Anna Katharina Schuh, Kim C. Heimsch, Dovile Anderson, Timothy G. Brown, Christopher A. MacRaild, Jianbo Wu, Xiaofang Wang, Yuxiang Dong, Jonathan L. Vennerstrom, Katja Becker, Darren J. Creek. Peroxide Antimalarial Drugs Target Redox Homeostasis in Plasmodium falciparum Infected Red Blood Cells. ACS Infectious Diseases 2022, 8
(1)
, 210-226. https://doi.org/10.1021/acsinfecdis.1c00550
- Joshua Charkow, Hannes L. Röst. Trapped Ion Mobility Spectrometry Reduces Spectral Complexity in Mass Spectrometry-Based Proteomics. Analytical Chemistry 2021, 93
(50)
, 16751-16758. https://doi.org/10.1021/acs.analchem.1c01399
- Lee S. Cantrell, Kevin L. Schey. Data-Independent Acquisition Mass Spectrometry of the Human Lens Enhances Spatiotemporal Measurement of Fiber Cell Aging. Journal of the American Society for Mass Spectrometry 2021, 32
(12)
, 2755-2765. https://doi.org/10.1021/jasms.1c00193
- Zachary C. Goecker, Kevin M. Legg, Michelle R. Salemi, Anthony W. Herren, Brett S. Phinney, Heather E. McKiernan, Glendon J. Parker. Alternative LC–MS/MS Platforms and Data Acquisition Strategies for Proteomic Genotyping of Human Hair Shafts. Journal of Proteome Research 2021, 20
(10)
, 4655-4666. https://doi.org/10.1021/acs.jproteome.1c00209
- Kyung-Cho Cho, Sungtaek Oh, Yuefan Wang, Liana S. Rosenthal, Chan Hyun Na, Hui Zhang. Evaluation of the Sensitivity and Reproducibility of Targeted Proteomic Analysis Using Data-Independent Acquisition for Serum and Cerebrospinal Fluid Proteins. Journal of Proteome Research 2021, 20
(9)
, 4284-4291. https://doi.org/10.1021/acs.jproteome.1c00238
- Nicholas B. Borotto, Katherine A. Graham. Fragmentation and Mobility Separation of Peptide and Protein Ions in a Trapped-Ion Mobility Device. Analytical Chemistry 2021, 93
(29)
, 9959-9964. https://doi.org/10.1021/acs.analchem.1c01188
- Pasrawin Taechawattananant, Kazuyoshi Yoshii, Yasushi Ishihama. Peak Identification and Quantification by Proteomic Mass Spectrogram Decomposition. Journal of Proteome Research 2021, 20
(5)
, 2291-2298. https://doi.org/10.1021/acs.jproteome.0c00819
- Paolo Cifani, Zhi Li, Danmeng Luo, Mark Grivainis, Andrew M. Intlekofer, David Fenyö, Alex Kentsis. Discovery of Protein Modifications Using Differential Tandem Mass Spectrometry Proteomics. Journal of Proteome Research 2021, 20
(4)
, 1835-1848. https://doi.org/10.1021/acs.jproteome.0c00638
- Patrick Willems, Ursula Fels, An Staes, Kris Gevaert, Petra Van Damme. Use of Hybrid Data-Dependent and -Independent Acquisition Spectral Libraries Empowers Dual-Proteome Profiling. Journal of Proteome Research 2021, 20
(2)
, 1165-1177. https://doi.org/10.1021/acs.jproteome.0c00350
- Nancy G. Azizian, Delaney K. Sullivan, Litong Nie, Sammy Pardo, Dana Molleur, Junjie Chen, Susan T. Weintraub, Yulin Li. Selective Labeling and Identification of the Tumor Cell Proteome of Pancreatic Cancer In Vivo. Journal of Proteome Research 2021, 20
(1)
, 858-866. https://doi.org/10.1021/acs.jproteome.0c00666
- Timon Geib, Madhuranayaki Thulasingam, Jesper Z. Haeggström, Lekha Sleno. Investigation of Clozapine and Olanzapine Reactive Metabolite Formation and Protein Binding by Liquid Chromatography-Tandem Mass Spectrometry. Chemical Research in Toxicology 2020, 33
(9)
, 2420-2431. https://doi.org/10.1021/acs.chemrestox.0c00191
- Xiaofang Zhong, Dustin C. Frost, Qinying Yu, Miyang Li, Ting-Jia Gu, Lingjun Li. Mass Defect-Based DiLeu Tagging for Multiplexed Data-Independent Acquisition. Analytical Chemistry 2020, 92
(16)
, 11119-11126. https://doi.org/10.1021/acs.analchem.0c01136
- Xiaojing Gao, Qingrun Li, Yansheng Liu, Rong Zeng. Multi-in-One: Multiple-Proteases, One-Hour-Shot Strategy for Fast and High-Coverage Phosphoproteomic Investigation. Analytical Chemistry 2020, 92
(13)
, 8943-8951. https://doi.org/10.1021/acs.analchem.0c00906
- Sarah C. Shuck, Cu Nguyen, Yin Chan, Timothy O’Connor, Alexandra K. Ciminera, Michael Kahn, John Termini. Metal-Assisted Protein Quantitation (MAPq): Multiplex Analysis of Protein Expression Using Lanthanide-Modified Antibodies with Detection by Inductively Coupled Plasma Mass Spectrometry. Analytical Chemistry 2020, 92
(11)
, 7556-7564. https://doi.org/10.1021/acs.analchem.0c00058
- Kyung-Cho Cho, David J. Clark, Michael Schnaubelt, Guo Ci Teo, Felipe da Veiga Leprevost, William Bocik, Emily S. Boja, Tara Hiltke, Alexey I. Nesvizhskii, Hui Zhang. Deep Proteomics Using Two Dimensional Data Independent Acquisition Mass Spectrometry. Analytical Chemistry 2020, 92
(6)
, 4217-4225. https://doi.org/10.1021/acs.analchem.9b04418
- Mark V. Ivanov, Julia A. Bubis, Vladimir Gorshkov, Irina A. Tarasova, Lev I. Levitsky, Anna A. Lobas, Elizaveta M. Solovyeva, Marina L. Pridatchenko, Frank Kjeldsen, Mikhail V. Gorshkov. DirectMS1: MS/MS-Free Identification of 1000 Proteins of Cellular Proteomes in 5 Minutes. Analytical Chemistry 2020, 92
(6)
, 4326-4333. https://doi.org/10.1021/acs.analchem.9b05095
- Juhani Aakko, Sami Pietilä, Tomi Suomi, Mehrad Mahmoudian, Raine Toivonen, Petri Kouvonen, Anne Rokka, Arno Hänninen, Laura L. Elo. Data-Independent Acquisition Mass Spectrometry in Metaproteomics of Gut Microbiota—Implementation and Computational Analysis. Journal of Proteome Research 2020, 19
(1)
, 432-436. https://doi.org/10.1021/acs.jproteome.9b00606
- Jinshuai Sun, Jiahui Shi, Yihao Wang, Shujia Wu, Liping Zhao, Yanchang Li, Hong Wang, Lei Chang, Zhitang Lyu, Junzhu Wu, Fengsong Liu, Wenjun Li, Fuchu He, Yao Zhang, Ping Xu. Open-pFind Enhances the Identification of Missing Proteins from Human Testis Tissue. Journal of Proteome Research 2019, 18
(12)
, 4189-4196. https://doi.org/10.1021/acs.jproteome.9b00376
- J. Scott
P. McCain, Erin M. Bertrand. Prediction and Consequences of Cofragmentation in Metaproteomics. Journal of Proteome Research 2019, 18
(10)
, 3555-3566. https://doi.org/10.1021/acs.jproteome.9b00144
- Yamei Deng, Zhe Ren, Qingfei Pan, Da Qi, Bo Wen, Yan Ren, Huanming Yang, Lin Wu, Fei Chen, Siqi Liu. pClean: An Algorithm To Preprocess High-Resolution Tandem Mass Spectra for Database Searching. Journal of Proteome Research 2019, 18
(9)
, 3235-3244. https://doi.org/10.1021/acs.jproteome.9b00141
- Seungjin Na, Jihyung Kim, Eunok Paek. MODplus: Robust and Unrestrictive Identification of Post-Translational Modifications Using Mass Spectrometry. Analytical Chemistry 2019, 91
(17)
, 11324-11333. https://doi.org/10.1021/acs.analchem.9b02445
- Paul D. Hutchins, Jason D. Russell, Joshua J. Coon. Accelerating Lipidomic Method Development through in Silico Simulation. Analytical Chemistry 2019, 91
(15)
, 9698-9706. https://doi.org/10.1021/acs.analchem.9b01234
- Mio Iwasaki, Tsuyoshi Tabata, Yuka Kawahara, Yasushi Ishihama, Masato Nakagawa. Removal of Interference MS/MS Spectra for Accurate Quantification in Isobaric Tag-Based Proteomics. Journal of Proteome Research 2019, 18
(6)
, 2535-2544. https://doi.org/10.1021/acs.jproteome.9b00078
- Manuel
I. Villalobos Solis, Richard J. Giannone, Robert L. Hettich, Paul E. Abraham. Exploiting the Dynamic Relationship between Peptide Separation Quality and Peptide Coisolation in a Multiple-Peptide Matches-per-Spectrum Approach Offers a Strategy To Optimize Bottom-Up Proteomics Throughput and Depth. Analytical Chemistry 2019, 91
(11)
, 7273-7279. https://doi.org/10.1021/acs.analchem.9b00819
- Constantin Ammar, Evi Berchtold, Gergely Csaba, Andreas Schmidt, Axel Imhof, Ralf Zimmer. Multi-Reference Spectral Library Yields Almost Complete Coverage of Heterogeneous LC-MS/MS Data Sets. Journal of Proteome Research 2019, 18
(4)
, 1553-1566. https://doi.org/10.1021/acs.jproteome.8b00819
- Dario Amodei, Jarrett Egertson, Brendan X. MacLean, Richard Johnson, Gennifer E. Merrihew, Austin Keller, Don Marsh, Olga Vitek, Parag Mallick, Michael J. MacCoss. Improving Precursor Selectivity in Data-Independent Acquisition Using Overlapping Windows. Journal of the American Society for Mass Spectrometry 2019, 30
(4)
, 669-684. https://doi.org/10.1007/s13361-018-2122-8
- Evgenia Shishkova, Alexander S. Hebert, Michael S. Westphall, Joshua J. Coon. Ultra-High Pressure (>30,000 psi) Packing of Capillary Columns Enhancing Depth of Shotgun Proteomic Analyses. Analytical Chemistry 2018, 90
(19)
, 11503-11508. https://doi.org/10.1021/acs.analchem.8b02766
- Dennis Goldfarb, Michael J. Lafferty, Laura E. Herring, Wei Wang, Michael B. Major. Approximating Isotope Distributions of Biomolecule Fragments. ACS Omega 2018, 3
(9)
, 11383-11391. https://doi.org/10.1021/acsomega.8b01649
- Viktoria Dorfer, Sergey Maltsev, Stephan Winkler, Karl Mechtler. CharmeRT: Boosting Peptide Identifications by Chimeric Spectra Identification and Retention Time Prediction. Journal of Proteome Research 2018, 17
(8)
, 2581-2589. https://doi.org/10.1021/acs.jproteome.7b00836
- Corey D. Broeckling, Emmy Hoyes, Keith Richardson, Jeffery M. Brown, Jessica E. Prenni. Comprehensive Tandem-Mass-Spectrometry Coverage of Complex Samples Enabled by Data-Set-Dependent Acquisition. Analytical Chemistry 2018, 90
(13)
, 8020-8027. https://doi.org/10.1021/acs.analchem.8b00929
- Kristina Srzentić, Konstantin O. Zhurov, Anna A. Lobas, Gennady Nikitin, Luca Fornelli, Mikhail V. Gorshkov, Yury O. Tsybin. Chemical-Mediated Digestion: An Alternative Realm for Middle-down Proteomics?. Journal of Proteome Research 2018, 17
(6)
, 2005-2016. https://doi.org/10.1021/acs.jproteome.7b00834
- KaLynn Harlow, Emily Taylor, Theresa Casey, Victoria Hedrick, Tiago Sobreira, Uma K. Aryal, Ronald P. Lemenager, Bethany Funnell, Kara Stewart. Diet Impacts Pre-implantation Histotroph Proteomes in Beef Cattle. Journal of Proteome Research 2018, 17
(6)
, 2144-2155. https://doi.org/10.1021/acs.jproteome.8b00077
- Alexander S. Hebert, Christian Thöing, Nicholas M. Riley, Nicholas W. Kwiecien, Evgenia Shiskova, Romain Huguet, Helene L. Cardasis, Andreas Kuehn, Shannon Eliuk, Vlad Zabrouskov, Michael S. Westphall, Graeme C. McAlister, and Joshua J. Coon . Improved Precursor Characterization for Data-Dependent Mass Spectrometry. Analytical Chemistry 2018, 90
(3)
, 2333-2340. https://doi.org/10.1021/acs.analchem.7b04808
- Lina Zhang, Chih-Wei Liu, and Qibin Zhang . Online 2D-LC-MS/MS Platform for Analysis of Glycated Proteome. Analytical Chemistry 2018, 90
(2)
, 1081-1086. https://doi.org/10.1021/acs.analchem.7b03342
- Marlen F. Lepper, Uli Ohmayer, Christine von Toerne, Nicole Maison, Anette-Gabriele Ziegler, and Stefanie M. Hauck . Proteomic Landscape of Patient-Derived CD4+ T Cells in Recent-Onset Type 1 Diabetes. Journal of Proteome Research 2018, 17
(1)
, 618-634. https://doi.org/10.1021/acs.jproteome.7b00712
- Mark V. Ivanov, Irina A. Tarasova, Lev I. Levitsky, Elizaveta M. Solovyeva, Marina L. Pridatchenko, Anna A. Lobas, Julia A. Bubis, and Mikhail V. Gorshkov . MS/MS-Free Protein Identification in Complex Mixtures Using Multiple Enzymes with Complementary Specificity. Journal of Proteome Research 2017, 16
(11)
, 3989-3999. https://doi.org/10.1021/acs.jproteome.7b00365
- Bingyun Sun, Jessica Rae Kovatch, Albert Badiong, and Nabyl Merbouh . Optimization and Modeling of Quadrupole Orbitrap Parameters for Sensitive Analysis toward Single-Cell Proteomics. Journal of Proteome Research 2017, 16
(10)
, 3711-3721. https://doi.org/10.1021/acs.jproteome.7b00416
- Sze Wan Shan, Chi Wai Do, Thomas Chuen Lam, Ricky Pak Wing Kong, King Kit Li, Ka Man Chun, William Daniel Stamer, and Chi Ho To . New Insight of Common Regulatory Pathways in Human Trabecular Meshwork Cells in Response to Dexamethasone and Prednisolone Using an Integrated Quantitative Proteomics: SWATH and MRM-HR Mass Spectrometry. Journal of Proteome Research 2017, 16
(10)
, 3753-3765. https://doi.org/10.1021/acs.jproteome.7b00449
- Nicholas B. Borotto, Phillip J. McClory, Brent R. Martin, and Kristina Håkansson . Targeted Annotation of S-Sulfonylated Peptides by Selective Infrared Multiphoton Dissociation Mass Spectrometry. Analytical Chemistry 2017, 89
(16)
, 8304-8310. https://doi.org/10.1021/acs.analchem.7b01461
- John T. Prince and Rob Smith . Probabilistic Generation of Mass Spectrometry Molecular Abundance Variance for Case and Control Replicates. Journal of Proteome Research 2017, 16
(7)
, 2429-2434. https://doi.org/10.1021/acs.jproteome.7b00037
- Muyi He, You Jiang, Dan Guo, Xingchuang Xiong, Xiang Fang, Wei Xu. Dual-Polarity Ion Trap Mass Spectrometry: Dynamic Monitoring and Controlling Gas-phase Ion–Ion Reactions. Journal of the American Society for Mass Spectrometry 2017, 28
(7)
, 1262-1270. https://doi.org/10.1007/s13361-016-1504-z
- Vittoria Matafora, Andrea Corno, Andrea Ciliberto, and Angela Bachi . Missing Value Monitoring Enhances the Robustness in Proteomics Quantitation. Journal of Proteome Research 2017, 16
(4)
, 1719-1727. https://doi.org/10.1021/acs.jproteome.6b01056
- Thomas N. Lawson, Ralf J. M. Weber, Martin R. Jones, Andrew J. Chetwynd, Giovanny Rodrı́guez-Blanco, Riccardo Di Guida, Mark R. Viant, and Warwick B. Dunn . msPurity: Automated Evaluation of Precursor Ion Purity for Mass Spectrometry-Based Fragmentation in Metabolomics. Analytical Chemistry 2017, 89
(4)
, 2432-2439. https://doi.org/10.1021/acs.analchem.6b04358
- Katelyn E. Caslavka Zempel, Ajay A. Vashisht, William D. Barshop, James A. Wohlschlegel, and Steven G. Clarke . Determining the Mitochondrial Methyl Proteome in Saccharomyces cerevisiae using Heavy Methyl SILAC. Journal of Proteome Research 2016, 15
(12)
, 4436-4451. https://doi.org/10.1021/acs.jproteome.6b00521
- Simion Kreimer, Mikhail E. Belov, William F. Danielson, Lev I. Levitsky, Mikhail V. Gorshkov, Barry L. Karger, and Alexander R. Ivanov . Advanced Precursor Ion Selection Algorithms for Increased Depth of Bottom-Up Proteomic Profiling. Journal of Proteome Research 2016, 15
(10)
, 3563-3573. https://doi.org/10.1021/acs.jproteome.6b00312
- Michelle L. Colgrave, Keren Byrne, Malcolm Blundell, Sibylle Heidelberger, Catherine S. Lane, Gregory J. Tanner, and Crispin A. Howitt . Comparing Multiple Reaction Monitoring and Sequential Window Acquisition of All Theoretical Mass Spectra for the Relative Quantification of Barley Gluten in Selectively Bred Barley Lines. Analytical Chemistry 2016, 88
(18)
, 9127-9135. https://doi.org/10.1021/acs.analchem.6b02108
- Andrew F. Jarnuczak, Dave C. H. Lee, Craig Lawless, Stephen W. Holman, Claire E. Eyers, and Simon J. Hubbard . Analysis of Intrinsic Peptide Detectability via Integrated Label-Free and SRM-Based Absolute Quantitative Proteomics. Journal of Proteome Research 2016, 15
(9)
, 2945-2959. https://doi.org/10.1021/acs.jproteome.6b00048
- Ana Martinez-Val, Fernando Garcia, Pilar Ximénez-Embún, Nuria Ibarz, Eduardo Zarzuela, Isabel Ruppen, Shabaz Mohammed, and Javier Munoz . On the Statistical Significance of Compressed Ratios in Isobaric Labeling: A Cross-Platform Comparison. Journal of Proteome Research 2016, 15
(9)
, 3029-3038. https://doi.org/10.1021/acs.jproteome.6b00151
- Victoria C. Cotham, William M. McGee, and Jennifer S. Brodbelt . Modulation of Phosphopeptide Fragmentation via Dual Spray Ion/Ion Reactions Using a Sulfonate-Incorporating Reagent. Analytical Chemistry 2016, 88
(16)
, 8158-8165. https://doi.org/10.1021/acs.analchem.6b01901
- Johan Teleman, Aakash Chawade, Marianne Sandin, Fredrik Levander, and Johan Malmström . Dinosaur: A Refined Open-Source Peptide MS Feature Detector. Journal of Proteome Research 2016, 15
(7)
, 2143-2151. https://doi.org/10.1021/acs.jproteome.6b00016
- Philip E. Johnson, Rebekah L. Sayers, Lee A. Gethings, Anuradha Balasundaram, Justin T. Marsh, James I. Langridge, and E. N. Clare Mills . Quantitative Proteomic Profiling of Peanut Allergens in Food Ingredients Used for Oral Food Challenges. Analytical Chemistry 2016, 88
(11)
, 5689-5695. https://doi.org/10.1021/acs.analchem.5b04466
- Matthew The and Lukas Käll . MaRaCluster: A Fragment Rarity Metric for Clustering Fragment Spectra in Shotgun Proteomics. Journal of Proteome Research 2016, 15
(3)
, 713-720. https://doi.org/10.1021/acs.jproteome.5b00749
- Stephen W. Holman, Lynn McLean, and Claire E. Eyers . RePLiCal: A QconCAT Protein for Retention Time Standardization in Proteomics Studies. Journal of Proteome Research 2016, 15
(3)
, 1090-1102. https://doi.org/10.1021/acs.jproteome.5b00988
- Zhibin Ning, Xu Zhang, Janice Mayne, and Daniel Figeys . Peptide-Centric Approaches Provide an Alternative Perspective To Re-Examine Quantitative Proteomic Data. Analytical Chemistry 2016, 88
(4)
, 1973-1978. https://doi.org/10.1021/acs.analchem.5b04148
- Sophie Dallongeville, Nicolas Garnier, Christian Rolando, and Caroline Tokarski . Proteins in Art, Archaeology, and Paleontology: From Detection to Identification. Chemical Reviews 2016, 116
(1)
, 2-79. https://doi.org/10.1021/acs.chemrev.5b00037
- Janice Mayne, Zhibin Ning, Xu Zhang, Amanda E. Starr, Rui Chen, Shelley Deeke, Cheng-Kang Chiang, Bo Xu, Ming Wen, Kai Cheng, Deeptee Seebun, Alexandra Star, Jasmine I. Moore, and Daniel Figeys . Bottom-Up Proteomics (2013–2015): Keeping up in the Era of Systems Biology. Analytical Chemistry 2016, 88
(1)
, 95-121. https://doi.org/10.1021/acs.analchem.5b04230
- Jennifer S. Brodbelt . Ion Activation Methods for Peptides and Proteins. Analytical Chemistry 2016, 88
(1)
, 30-51. https://doi.org/10.1021/acs.analchem.5b04563
- Florian Meier, Scarlet Beck, Niklas Grassl, Markus Lubeck, Melvin A. Park, Oliver Raether, and Matthias Mann . Parallel Accumulation–Serial Fragmentation (PASEF): Multiplying Sequencing Speed and Sensitivity by Synchronized Scans in a Trapped Ion Mobility Device. Journal of Proteome Research 2015, 14
(12)
, 5378-5387. https://doi.org/10.1021/acs.jproteome.5b00932
- Jan Muntel, Yue Xuan, Sebastian T. Berger, Lukas Reiter, Richard Bachur, Alex Kentsis, and Hanno Steen . Advancing Urinary Protein Biomarker Discovery by Data-Independent Acquisition on a Quadrupole-Orbitrap Mass Spectrometer. Journal of Proteome Research 2015, 14
(11)
, 4752-4762. https://doi.org/10.1021/acs.jproteome.5b00826
- Catalin E. Doneanu, Malcolm Anderson, Brad J. Williams, Matthew A. Lauber, Asish Chakraborty, and Weibin Chen . Enhanced Detection of Low-Abundance Host Cell Protein Impurities in High-Purity Monoclonal Antibodies Down to 1 ppm Using Ion Mobility Mass Spectrometry Coupled with Multidimensional Liquid Chromatography. Analytical Chemistry 2015, 87
(20)
, 10283-10291. https://doi.org/10.1021/acs.analchem.5b02103
- Vladimir Gorshkov, Thiago Verano-Braga, and Frank Kjeldsen . SuperQuant: A Data Processing Approach to Increase Quantitative Proteome Coverage. Analytical Chemistry 2015, 87
(12)
, 6319-6327. https://doi.org/10.1021/acs.analchem.5b01166
- Changgeng Feng, Juliette J. Commodore, Carolyn J. Cassady. The Use of Chromium(III) to Supercharge Peptides by Protonation at Low Basicity Sites. Journal of the American Society for Mass Spectrometry 2015, 26
(2)
, 347-358. https://doi.org/10.1007/s13361-014-1020-y
- Sylvester M. Greer, Joe R. Cannon, and Jennifer S. Brodbelt . Improvement of Shotgun Proteomics in the Negative Mode by Carbamylation of Peptides and Ultraviolet Photodissociation Mass Spectrometry. Analytical Chemistry 2014, 86
(24)
, 12285-12290. https://doi.org/10.1021/ac5035314
- Amol Prakash, Scott Peterman, Shadab Ahmad, David Sarracino, Barbara Frewen, Maryann Vogelsang, Gregory Byram, Bryan Krastins, Gouri Vadali, and Mary Lopez . Hybrid Data Acquisition and Processing Strategies with Increased Throughput and Selectivity: pSMART Analysis for Global Qualitative and Quantitative Analysis. Journal of Proteome Research 2014, 13
(12)
, 5415-5430. https://doi.org/10.1021/pr5003017
- Maria A. Karpova, Dmitry S. Karpov, Mark V. Ivanov, Mikhail A. Pyatnitskiy, Alexey L. Chernobrovkin, Anna A. Lobas, Andrey V. Lisitsa, Alexander I. Archakov, Mikhail V. Gorshkov, and Sergei A. Moshkovskii . Exome-Driven Characterization of the Cancer Cell Lines at the Proteome Level: The NCI-60 Case Study. Journal of Proteome Research 2014, 13
(12)
, 5551-5560. https://doi.org/10.1021/pr500531x
- Manuel Bauer, Erik Ahrné, Anna P. Baron, Timo Glatter, Luca L. Fava, Anna Santamaria, Erich A. Nigg, and Alexander Schmidt . Evaluation of Data-Dependent and -Independent Mass Spectrometric Workflows for Sensitive Quantification of Proteins and Phosphorylation Sites. Journal of Proteome Research 2014, 13
(12)
, 5973-5988. https://doi.org/10.1021/pr500860c
- Jesse D. Canterbury, Gennifer E. Merrihew, Michael J. MacCoss, David R. Goodlett, Scott A. Shaffer. Comparison of Data Acquisition Strategies on Quadrupole Ion Trap Instrumentation for Shotgun Proteomics. Journal of the American Society for Mass Spectrometry 2014, 25
(12)
, 2048-2059. https://doi.org/10.1007/s13361-014-0981-1
- Satendra Prasad, Michael W. Belford, Jean-Jacques Dunyach, Randy W. Purves. On an Aerodynamic Mechanism to Enhance Ion Transmission and Sensitivity of FAIMS for Nano-Electrospray Ionization-Mass Spectrometry. Journal of the American Society for Mass Spectrometry 2014, 25
(12)
, 2143-2153. https://doi.org/10.1007/s13361-014-0995-8
- Frank Koopmans, L. Niels Cornelisse, Tom Heskes, and Tjeerd M. H. Dijkstra . Empirical Bayesian Random Censoring Threshold Model Improves Detection of Differentially Abundant Proteins. Journal of Proteome Research 2014, 13
(9)
, 3871-3880. https://doi.org/10.1021/pr500171u
- Ho-Tak Lau, Hyong Won Suh, Martin Golkowski, and Shao-En Ong . Comparing SILAC- and Stable Isotope Dimethyl-Labeling Approaches for Quantitative Proteomics. Journal of Proteome Research 2014, 13
(9)
, 4164-4174. https://doi.org/10.1021/pr500630a
- Viktoria Dorfer, Peter Pichler, Thomas Stranzl, Johannes Stadlmann, Thomas Taus, Stephan Winkler, and Karl Mechtler . MS Amanda, a Universal Identification Algorithm Optimized for High Accuracy Tandem Mass Spectra. Journal of Proteome Research 2014, 13
(8)
, 3679-3684. https://doi.org/10.1021/pr500202e
- Nadine A. Binai, Markus M. M. Bisschops, Bas van Breukelen, Shabaz Mohammed, Luuk Loeff, Jack T. Pronk, Albert J. R. Heck, Pascale Daran-Lapujade, and Monique Slijper . Proteome Adaptation of Saccharomyces cerevisiae to Severe Calorie Restriction in Retentostat Cultures. Journal of Proteome Research 2014, 13
(8)
, 3542-3553. https://doi.org/10.1021/pr5003388
- Pavel V. Shliaha, Rebekah Jukes-Jones, Andy Christoforou, Jonathan Fox, Chris Hughes, James Langridge, Kelvin Cain, and Kathryn S. Lilley . Additional Precursor Purification in Isobaric Mass Tagging Experiments by Traveling Wave Ion Mobility Separation (TWIMS). Journal of Proteome Research 2014, 13
(7)
, 3360-3369. https://doi.org/10.1021/pr500220g
- Julia R. Aponte, Lisa Vasicek, Jagannath Swaminathan, Hua Xu, Myong Chul Koag, Seongmin Lee, and Jennifer S. Brodbelt . Streamlining Bottom-Up Protein Identification Based on Selective Ultraviolet Photodissociation (UVPD) of Chromophore-Tagged Histidine- and Tyrosine-Containing Peptides. Analytical Chemistry 2014, 86
(13)
, 6237-6244. https://doi.org/10.1021/ac403654m
- Mark V. Ivanov, Lev I. Levitsky, Anna A. Lobas, Tanja Panic, Ünige A. Laskay, Goran Mitulovic, Rainer Schmid, Marina L. Pridatchenko, Yury O. Tsybin, and Mikhail V. Gorshkov . Empirical Multidimensional Space for Scoring Peptide Spectrum Matches in Shotgun Proteomics. Journal of Proteome Research 2014, 13
(4)
, 1911-1920. https://doi.org/10.1021/pr401026y
- Derek J. Bailey, Molly T. McDevitt, Michael S. Westphall, David J. Pagliarini, and Joshua J. Coon . Intelligent Data Acquisition Blends Targeted and Discovery Methods. Journal of Proteome Research 2014, 13
(4)
, 2152-2161. https://doi.org/10.1021/pr401278j
- Michael S. Bereman, Richard Johnson, James Bollinger, Yuval Boss, Nick Shulman, Brendan MacLean, Andrew N. Hoofnagle, Michael J. MacCoss. Implementation of Statistical Process Control for Proteomic Experiments Via LC MS/MS. Journal of the American Society for Mass Spectrometry 2014, 25
(4)
, 581-587. https://doi.org/10.1007/s13361-013-0824-5
- Péter Horvatovich, Lude Franke, and Rainer Bischoff . Proteomic Studies Related to Genetic Determinants of Variability in Protein Concentrations. Journal of Proteome Research 2014, 13
(1)
, 5-14. https://doi.org/10.1021/pr400765y
- Michael W. Senko, Philip M. Remes, Jesse D. Canterbury, Raman Mathur, Qingyu Song, Shannon M. Eliuk, Chris Mullen, Lee Earley, Mark Hardman, Justin D. Blethrow, Huy Bui, August Specht, Oliver Lange, Eduard Denisov, Alexander Makarov, Stevan Horning, and Vlad Zabrouskov . Novel Parallelized Quadrupole/Linear Ion Trap/Orbitrap Tribrid Mass Spectrometer Improving Proteome Coverage and Peptide Identification Rates. Analytical Chemistry 2013, 85
(24)
, 11710-11714. https://doi.org/10.1021/ac403115c
- Ünige A. Laskay, Anna A. Lobas, Kristina Srzentić, Mikhail V. Gorshkov, and Yury O. Tsybin . Proteome Digestion Specificity Analysis for Rational Design of Extended Bottom-up and Middle-down Proteomics Experiments. Journal of Proteome Research 2013, 12
(12)
, 5558-5569. https://doi.org/10.1021/pr400522h
- Luminita Moruz, Michael R. Hoopmann, Magnus Rosenlund, Viktor Granholm, Robert L. Moritz, and Lukas Käll . Mass Fingerprinting of Complex Mixtures: Protein Inference from High-Resolution Peptide Masses and Predicted Retention Times. Journal of Proteome Research 2013, 12
(12)
, 5730-5741. https://doi.org/10.1021/pr400705q
- Andrew B. Noyce, Rob Smith, James Dalgleish, Ryan M. Taylor, K. C. Erb, Nozomu Okuda, and John T. Prince . Mspire-Simulator: LC-MS Shotgun Proteomic Simulator for Creating Realistic Gold Standard Data. Journal of Proteome Research 2013, 12
(12)
, 5742-5749. https://doi.org/10.1021/pr400727e
Article Views are the COUNTER-compliant sum of full text article downloads since November 2008 (both PDF and HTML) across all institutions and individuals. These metrics are regularly updated to reflect usage leading up to the last few days.
Citations are the number of other articles citing this article, calculated by Crossref and updated daily. Find more information about Crossref citation counts.
The Altmetric Attention Score is a quantitative measure of the attention that a research article has received online. Clicking on the donut icon will load a page at altmetric.com with additional details about the score and the social media presence for the given article. Find more information on the Altmetric Attention Score and how the score is calculated.